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from __future__ import annotations | ||
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import random | ||
import json | ||
from aiohttp import ClientSession, WSMsgType | ||
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from ..typing import AsyncResult, Messages | ||
from .base_provider import AsyncGeneratorProvider | ||
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API_URL = "https://labs-api.perplexity.ai/socket.io/" | ||
WS_URL = "wss://labs-api.perplexity.ai/socket.io/" | ||
MODELS = ['pplx-7b-online', 'pplx-70b-online', 'pplx-7b-chat', 'pplx-70b-chat', 'mistral-7b-instruct', | ||
'codellama-34b-instruct', 'llama-2-70b-chat', 'llava-7b-chat', 'mixtral-8x7b-instruct', | ||
'mistral-medium', 'related'] | ||
DEFAULT_MODEL = MODELS[1] | ||
MODEL_MAP = { | ||
"mistralai/Mistral-7B-Instruct-v0.1": "mistral-7b-instruct", | ||
"meta-llama/Llama-2-70b-chat-hf": "llama-2-70b-chat", | ||
"mistralai/Mixtral-8x7B-Instruct-v0.1": "mixtral-8x7b-instruct", | ||
} | ||
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class PerplexityLabs(AsyncGeneratorProvider): | ||
url = "https://labs.perplexity.ai" | ||
working = True | ||
supports_gpt_35_turbo = True | ||
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@classmethod | ||
async def create_async_generator( | ||
cls, | ||
model: str, | ||
messages: Messages, | ||
proxy: str = None, | ||
**kwargs | ||
) -> AsyncResult: | ||
if not model: | ||
model = DEFAULT_MODEL | ||
elif model in MODEL_MAP: | ||
model = MODEL_MAP[model] | ||
elif model not in MODELS: | ||
raise ValueError(f"Model is not supported: {model}") | ||
headers = { | ||
"User-Agent": "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:121.0) Gecko/20100101 Firefox/121.0", | ||
"Accept": "*/*", | ||
"Accept-Language": "de,en-US;q=0.7,en;q=0.3", | ||
"Accept-Encoding": "gzip, deflate, br", | ||
"Origin": cls.url, | ||
"Connection": "keep-alive", | ||
"Referer": f"{cls.url}/", | ||
"Sec-Fetch-Dest": "empty", | ||
"Sec-Fetch-Mode": "cors", | ||
"Sec-Fetch-Site": "same-site", | ||
"TE": "trailers", | ||
} | ||
async with ClientSession(headers=headers) as session: | ||
t = format(random.getrandbits(32), '08x') | ||
async with session.get( | ||
f"{API_URL}?EIO=4&transport=polling&t={t}", | ||
proxy=proxy | ||
) as response: | ||
text = await response.text() | ||
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sid = json.loads(text[1:])['sid'] | ||
post_data = '40{"jwt":"anonymous-ask-user"}' | ||
async with session.post( | ||
f'{API_URL}?EIO=4&transport=polling&t={t}&sid={sid}', | ||
data=post_data, | ||
proxy=proxy | ||
) as response: | ||
assert await response.text() == 'OK' | ||
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async with session.ws_connect(f'{WS_URL}?EIO=4&transport=websocket&sid={sid}', autoping=False) as ws: | ||
await ws.send_str('2probe') | ||
assert(await ws.receive_str() == '3probe') | ||
await ws.send_str('5') | ||
assert(await ws.receive_str()) | ||
assert(await ws.receive_str() == '6') | ||
message_data = { | ||
'version': '2.2', | ||
'source': 'default', | ||
'model': model, | ||
'messages': messages | ||
} | ||
await ws.send_str('42' + json.dumps(['perplexity_playground', message_data])) | ||
last_message = 0 | ||
while True: | ||
message = await ws.receive_str() | ||
if message == '2': | ||
await ws.send_str('3') | ||
continue | ||
try: | ||
data = json.loads(message[2:])[1] | ||
yield data["output"][last_message:] | ||
last_message = len(data["output"]) | ||
if data["final"]: | ||
break | ||
except: | ||
raise RuntimeError(f"Message: {message}") |
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